CRAN/E | lessSEM

lessSEM

Non-Smooth Regularization for Structural Equation Models

Installation

About

Provides regularized structural equation modeling (regularized SEM) with non-smooth penalty functions (e.g., lasso) building on 'lavaan'. The package is heavily inspired by the ['regsem']() and ['lslx']() packages.

Citation lessSEM citation info
github.com/jhorzek/lessSEM
System requirements GNU make, C++17
Bug report File report

Key Metrics

Version 1.5.5
Published 2024-01-22 95 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks lessSEM results

Downloads

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Maintainer

Maintainer

Jannik H. Orzek

jannik.orzek@mailbox.org

Authors

Jannik H. Orzek

aut / cre / cph

Material

README
NEWS
Reference manual
Package source

Vignettes

Definition-Variables-and-Multi-Group-SEM
Missing-Data-Estimators-and-Friends
General-Purpose-Optimization
Mixed Penalties
Parameter-transformations
SCAD-and-MCP
The-Structural-Equation-Model
The-optimizer-interface
lessSEM
log-likelihood-gradients

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

lessSEM archive

Depends

lavaan
methods

Imports

Rcpp ≥ 1.0.8
RcppArmadillo
RcppParallel
ggplot2
tidyr
stringr
numDeriv
utils
stats
graphics
rlang
mvtnorm

Suggests

knitr
plotly
rmarkdown
Rsolnp

LinkingTo

Rcpp
RcppArmadillo
RcppParallel